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Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective


Mar 08, 2022
Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Jiajun Liang, Boyan Zhou, Osamu Yoshie

* First two authors contributed equally 

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ZeroVL: A Strong Baseline for Aligning Vision-Language Representations with Limited Resources


Jan 18, 2022
Quan Cui, Boyan Zhou, Yu Guo, Weidong Yin, Hao Wu, Osamu Yoshie

* Code is released 

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PP-YOLOv2: A Practical Object Detector


Apr 21, 2021
Xin Huang, Xinxin Wang, Wenyu Lv, Xiaying Bai, Xiang Long, Kaipeng Deng, Qingqing Dang, Shumin Han, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma, Osamu Yoshie


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OTA: Optimal Transport Assignment for Object Detection


Mar 26, 2021
Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

* CVPR2021 

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A Reinforcement learning method for Optical Thin-Film Design


Feb 13, 2021
Anqing Jiang, Liangyao Chen, Osamu Yoshie


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LLA: Loss-aware Label Assignment for Dense Pedestrian Detection


Jan 12, 2021
Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

* In the reviewing process of Pattern Recognition 

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ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval


Aug 04, 2020
Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie

* Accepted by ECCV2020 

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Delving into the Imbalance of Positive Proposals in Two-stage Object Detection


May 23, 2020
Zheng Ge, Zequn Jie, Xin Huang, Chengzheng Li, Osamu Yoshie


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NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing


Apr 21, 2020
Xin Huang, Zheng Ge, Zequn Jie, Osamu Yoshie

* Accepted by CVPR2020. The first two authors contributed equally, and are listed in alphabetical order 

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